Deep neural networks allow expert-level brain meningioma segmentation and present potential for improvement of clinical practice

Accurate brain meningioma segmentation and volumetric assessment are critical for serial patient follow-up, surgical planning and monitoring response to treatment. Current gold standard of manual labeling is a time-consuming process, subject to inter-user variability. Fully-automated algorithms for...

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Detalles Bibliográficos
Autores principales: Boaro, Alessandro, Kaczmarzyk, Jakub R., Kavouridis, Vasileios K., Harary, Maya, Mammi, Marco, Dawood, Hassan, Shea, Alice, Cho, Elise Y., Juvekar, Parikshit, Noh, Thomas, Rana, Aakanksha, Ghosh, Satrajit, Arnaout, Omar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9474556/
https://www.ncbi.nlm.nih.gov/pubmed/36104424
http://dx.doi.org/10.1038/s41598-022-19356-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9474556/
https://www.ncbi.nlm.nih.gov/pubmed/36104424
http://dx.doi.org/10.1038/s41598-022-19356-5

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